Gartner expects spending on AI agents and assistants to more than double to $65.5bn next year, while many firms cannot measure the return. Splunk executives who described that gap were selling a tool to close it, and the tool leaves buyers to define what an agent's work is worth.
Publishers:itwire.com
Reality
- Evidence40
- Adoption
- Insufficient
- Hype gap+30
- Incentives80
- Confidence45
Reco, whose software maps what AI agents can reach and cuts unneeded access, added $55 million in a field of at least two dozen rivals. Their pitches share one vocabulary, so a buyer has to compare what each product does once it finds an agent.
Perspective Coverage
6 publishers
- Builder
- Builder 24%
- Operator
- Operator 36%
- Investor
- Investor 40%
Reality
- Evidence55
- Adoption40
- Hype gap+30
- Incentives70
- Confidence60
OpenAI launched Dots, always-on agents that connect to over 4,000 business apps, while Capgemini finds only 2% of organizations running agents at scale. The payoff depends on OpenAI's business customers moving agents from pilots into paid work before doubts about reliability slow them down.
Perspective Coverage
19 publishers
- Builder
- Builder 27%
- Operator
- Operator 44%
- Investor
- Investor 29%
Reality
- Evidence62
- Adoption14
- Hype gap+45
- Incentives68
- Confidence58
Bain & Company says AI must earn $6tn in revenue by 2031 to justify $1.5tn a year of infrastructure, with about $4tn from applications not yet known. Bain's own top estimates for consumer and enterprise spending cover 30% of that.
Reality
- Evidence40
- Adoption
- Insufficient
- Hype gap+45
- Incentives
- Insufficient
- Confidence45
Omni Calculator found 54% of managers run at least 70% of their writing past AI, against 30% of experienced individual contributors. The studies tying that habit to weaker thinking did not study working managers. The case for retraining leaders is still an inference.
Reality
- Evidence45
- Adoption55
- Hype gap+35
- Incentives
- Insufficient
- Confidence40
About a third of organizations in a 1,719-person McKinsey survey passed on at least one software purchase because they could build it with AI. The exposure is vendors' add-on revenue. Each builder also takes on upkeep a vendor would otherwise carry.
Reality
- Evidence45
- Adoption40
- Hype gap+15
- Incentives60
- Confidence45
Manus's rebuilt 2.0 platform adds Cue, an app in which each personal agent has its own email, phone number, wallet and computer. Those agents can spend within set limits. A team that allows Cue at work has to set those limits first.
Reality
- Evidence35
- Adoption
- Insufficient
- Hype gap+30
- Incentives65
- Confidence45
Searches for 'AI resilience' rose 4,500% in the UK in a year, yet more than 50 experts consulted by ITPro could not agree on what the term means. Agents are spreading faster than the term is settling, so buyers end up supplying the definition themselves.
Reality
- Evidence35
- Adoption40
- Hype gap+35
- Incentives65
- Confidence40
Concentric AI's Madhu Shashanka says the gap between 80% reporting personal AI gains and 37% reporting any EBIT impact is a coordination failure. His argument puts mapping how deployed agents hand work to each other ahead of buying more of them.
Reality
- Evidence35
- Adoption30
- Hype gap+40
- Incentives70
- Confidence35
US companies are buying the cheapest AI model that can finish a job, the FT reports, with Ramp data pointing to a 41% fall in effective token prices. Investors now have to value AI vendors on cost per completed task, a figure that shifts with the workload.
Reality
- Evidence42
- Adoption50
- Hype gap+20
- Incentives
- Insufficient
- Confidence40
Okta and 11 vendors including AWS, Google Cloud and CrowdStrike signed six shared principles for securing AI agents under a new Blueprint Alliance. Buyers can put the list to vendors in procurement now, while Okta's release describes a reference architecture with no stated way to test compliance.
Publishers:okta.com · scworld.com Reality
- Evidence40
- Adoption
- Insufficient
- Hype gap+35
- Incentives70
- Confidence55
Meta strengthened the warning on its Muse agent after an outside researcher found an SEV-2 flaw that could have compromised users' email and files. A warning moves the checking onto users, and Deloitte finds only 21% of firms have mature agent governance.
Reality
- Evidence35
- Adoption
- Insufficient
- Hype gap+25
- Incentives
- Insufficient
- Confidence35
A $500 million round at a rumoured $12 billion would be 2.4 times February's mark. The numbers underneath it are company-reported and six months old.
Reality
- Evidence40
- Adoption55
- Hype gap+30
- Incentives60
- Confidence45
Starbucks is using AI to replace rented Microsoft and IBM software, Bloomberg reported, against a software bill of about $400 million a year. Whatever it saves has to cover the engineers who get paged when an in-house inventory system breaks before the morning rush.
Reality
- Evidence35
- Adoption10
- Hype gap+40
- Incentives45
- Confidence30
The company argues that catching sophisticated misuse means correlating data across sessions and accounts, and regulated buyers balked at holding that data with a vendor, so the store moves to their cloud.
Perspective Coverage
3 publishers
- Builder
- Builder 23%
- Operator
- Operator 55%
- Investor
- Investor 22%
Reality
- Evidence50
- Adoption8
- Hype gap+30
- Incentives65
- Confidence60
Agent Relay keeps Cursor's reasoning loop in Cursor's cloud and lands the tool calls in workspaces you already govern, which turns the security review's question from whether the agent is allowed into what its planner gets sent.
Publishers:coder.com · thenewstack.io Reality
- Evidence35
- Adoption10
- Hype gap+40
- Incentives85
- Confidence60
Muse can open a browser and click buy, but the credential at checkout is Link built by Stripe, and the only money Meta has put a price on is a $20 and $100 monthly subscription rather than a cut of what the agent spends.
Perspective Coverage
5 publishers
- Builder
- Builder 30%
- Operator
- Operator 41%
- Investor
- Investor 29%
Reality
- Evidence64
- Adoption
- Insufficient
- Hype gap+35
- Incentives70
- Confidence60
Jabali AI founder Vatsal Bhardwaj argues that the engineering around a model explains the 95% of enterprise AI pilots that MIT found showed no P&L impact. His five rebuilds in two years point to a standing budget, on evidence from one games company.
Reality
- Evidence25
- Adoption
- Insufficient
- Hype gap+30
- Incentives70
- Confidence30
Two companies selling AI agents to enterprise engineering teams took in at least $2.2 billion of new equity within seven days, each selling about 4 percent of itself, and only one of the two prices has a revenue multiple attached.
Perspective Coverage
3 publishers
- Builder
- Builder 20%
- Operator
- Operator 22%
- Investor
- Investor 58%
Reality
- Evidence58
- Adoption35
- Hype gap+35
- Incentives62
- Confidence60
Gartner surveyed 297 senior security leaders between March and May 2026 and found deepfaked video calls close behind at 36%. Its advice is to put a verification step in front of payment authorization, account recovery and privileged access.
Reality
- Evidence55
- Adoption
- Insufficient
- Hype gap+20
- Incentives40
- Confidence60
Earlier coverage
- Multi-cloud portability breaks on how each provider answers the same call
Product · September 25, 2026 · 1 publisher
- AI agents turn the endpoint inventory into a record of permissions and actions
Product · September 24, 2026 · 1 publisher
- Decisions CEO blames enterprise AI cost creep on routing logic run through the model
Leadership · September 24, 2026 · 1 publisher
- Fragmented AI architecture, not just costly inference, is why enterprises struggle to prove AI ROI
Leadership · September 24, 2026 · 1 publisher
- The UK Civil Service is replacing cyber mandates with services departments choose to use
Security · September 24, 2026 · 1 publisher
- The money behind low-code agents is better documented than their failure rate
Build · September 24, 2026 · 1 publisher
- Lugo: Developers should be judged on problem-solving with AI, not just coding speed
Leadership · September 23, 2026 · 1 publisher
- Choosing US-only inference for Kimi K3 costs about 11% more than Bedrock's global profile
Build · September 23, 2026 · 1 publisher
- Anthropic now ships a frontier model every 26 days, mostly by repricing the last one
Product · September 23, 2026 · 1 publisher
- Britain pitches AI standards as market access ahead of its 2027 G20 presidency
Invest · September 23, 2026 · 1 publisher
- Crusoe's Series F values a $140 billion backlog at 22 cents on the dollar
Invest · September 22, 2026 · 1 publisher
- Okta puts an enforcement point between AI agents and the tools they call
Product · September 22, 2026 · 1 publisher
- Projected 63% rise in AI model spending puts focus on cost per successful outcome
Leadership · September 21, 2026 · 1 publisher
- CrowdStrike's 98% and Simbian's 3.8% are measuring different SOC jobs
Build · September 21, 2026 · 1 publisher
- HR teams are asking AI what to flag in a manager's draft review
Leadership · September 21, 2026 · 1 publisher
- Gartner traces four-fifths of first-half AI layoffs to firms funding their own AI build-out
Invest · September 20, 2026 · 1 publisher
- Gartner pins under 1% of 2025's 1.4 million layoffs on AI productivity
Product · September 20, 2026 · 1 publisher
- Gartner expects a third of AI-replaced workers to be rehired by 2029 at higher cost
Leadership · September 20, 2026 · 1 publisher
- Anthropic and OpenAI pledge to embed outside safety evaluators with employee-like access
Product · September 20, 2026 · 1 publisher
- Crusoe's $3.9bn round prices a contract book that runs five gigawatts ahead of delivery
Invest · September 19, 2026 · 2 publishers
- Converting miners' 3,450MW of contracted but not-yet-billing AI capacity could cost $28bn to $52bn
Invest · September 19, 2026 · 1 publisher
- OpenAI's six new incident reports detail model misbehavior, including two cases of writing instructions into their own summaries
Science · September 19, 2026 · 1 publisher
- China Merchants Bank's 60% token-cost cut outpaces the utilization gain it credits
Build · September 18, 2026 · 1 publisher
- Three of 141,000 Anthropic eval runs reached real company infrastructure
Build · September 18, 2026 · 1 publisher
- Delinea fixed two unauthenticated critical flaws in its credential vault 18 days before disclosing them
Science · September 18, 2026 · 1 publisher
- OpenAI's 550+ Publisher Coalition Grows as Fair-Use Summary Judgment Looms
Invest · September 17, 2026 · 1 publisher
- Google keeps AdX under a six-year interoperability order
Invest · September 17, 2026 · 1 publisher
- An AI pilot stalls where two teams define "active customer" differently
Leadership · September 16, 2026 · 1 publisher
- Gartner makes a Type 1 x86 hypervisor and live migration the entry test for its virtualization quadrant
Product · September 16, 2026 · 1 publisher
- Gartner expects the AI safety rift to reach enterprises as staggered model access
Build · September 16, 2026 · 1 publisher
- Gartner expects the labs' safety split to make frontier model access less predictable
Leadership · September 16, 2026 · 1 publisher
- Junior Tech Hiring in Europe Plunges 73.4% in a Year
Leadership · September 16, 2026 · 1 publisher
- SE Labs has been running full attack chains against five vendors' products since July
Security · September 16, 2026 · 1 publisher
- A $348 billion markup in under six months puts OpenAI at 50 times its March run rate
Invest · September 15, 2026 · 1 publisher
- Washington wants a regional-content floor on the $70 billion of servers Mexico ships north
Invest · September 15, 2026 · 1 publisher
- Gartner's 30% and MIT's 95% count different populations of AI failure
Leadership · September 15, 2026 · 1 publisher
- Exploitation catalogues logged 495 of the 35,853 CVEs published in the first half of 2026
Security · September 15, 2026 · 1 publisher
- Agentic AI's 2030 market more than doubles depending on who draws the category line
Product · September 14, 2026 · 1 publisher
- Executives blame cost and risk for scrapped AI pilots while practitioners blame the data
Leadership · September 14, 2026 · 1 publisher
- ServiceNow's own analyst day puts seats at half of new contract value
Leadership · September 12, 2026 · 1 publisher